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Jyrki Kivinen, Manfred K. Warmuth. The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant. In COLT. pages 289-296, 1995. [doi]
Abstract is missing.